Schema Validation
The process of verifying that structured data inputs or model outputs conform strictly to a predefined schema definition.
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Related terms
The process of verifying and sanitizing user inputs or external data before they are processed by an AI system to ensure they conform to expected formats, constraints, and security policies, helping prevent errors, misuse, prompt injection, and malicious inputs.
Output ValidationThe process of checking AI-generated outputs against expected formats, schemas, rules, or safety requirements before they are accepted or used.
JSON SchemaA declarative specification for describing the structure, data types, constraints, and validation rules of JSON documents, enabling AI systems, APIs, and tools to exchange structured data reliably and validate inputs and outputs.
Data SchemaA structured specification that defines the format, fields, data types, relationships, and validation rules for exchanged data.
Schema RegistryA centralized repository for storing, managing, and validating data schemas used across distributed systems.
Rule EngineA software component that executes predefined logical rules to validate, filter, or control AI inputs and outputs.